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Global optimization of integrated transformers for high frequency microwave circuits using a Gaussian process based surrogate model.
Bo Liu
Ying He
Patrick Reynaert
Georges G. E. Gielen
Published in:
DATE (2011)
Keyphrases
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global optimization
high frequency
gaussian process
probabilistic model
low frequency
gaussian processes
probability distribution
subband
bayesian framework
machine learning
feature extraction
objective function
active learning
higher order
super resolution
model selection